著者
Yosuke MUKASA Tomoya WAKAIZUMI Shu TANAKA Nozomu TOGAWA
出版者
The Institute of Electronics, Information and Communication Engineers
雑誌
IEICE TRANSACTIONS on Information and Systems (ISSN:09168532)
巻号頁・発行日
vol.E104-D, no.10, pp.1592-1600, 2021-10-01
被引用文献数
5

In an amusement park, an attraction-visiting route considering the waiting time and traveling time improves visitors' satisfaction and experience. We focus on Ising machines to solve the problem, which are recently expected to solve combinatorial optimization problems at high speed by mapping the problems to Ising models or quadratic unconstrained binary optimization (QUBO) models. We propose a mapping of the visiting-route recommendation problem in amusement parks to a QUBO model for solving it using Ising machines. By using an actual Ising machine, we could obtain feasible solutions one order of magnitude faster with almost the same accuracy as the simulated annealing method for the visiting-route recommendation problem.

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早稲田大学の武笠さん、若泉さん、戸川先生との共同研究論文が、IEICE TRANSACTIONS on Information and Systemsに掲載。 An Ising Machine-Based Solver for Visiting-Route Recommendation Problems in Amusement Parks Y. Mukasa, T. Wakaizumi, S. Tanaka, and N. Togawa https://t.co/SL45HoFs7w

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